Improved spectrum prediction model for cognitive radio networks using hybrid deep learning technique

Improved spectrum prediction model for cognitive radio networks using hybrid deep learning technique

Cognitive Radio (CR) technology has been highlighted as one of the most likely answers to the issue of spectrum shortage with the rise of fifth generation and beyond communication. Secondary users (SUs) in cognitive radio networks (CRN) must continuously monitor the spectrum to forecast channel occu...

Full description

Saved in:
Bibliographic Details
Main Authors: M.G. Sumithra, M. Suriya
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-01-01
Series:International Journal of Intelligent Networks
Subjects:
Cognitive radio networks
Channel prediction
Spectrum sensing
Artificial neural network
Deep learning
LSTM
Online Access:http://www.sciencedirect.com/science/article/pii/S2666603024000228
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items